local_fire_departmentHoneystax
search⌘K
loginLog Inperson_addSign Up
layers
HONEYSTAX TERMINAL v1.0
HomeNewsSavedSubmitMethodology
workspace_premiumRanked stack board
Honeystax/OpenClawOpenClaw

🦞OpenClawThe board builders scan before they commit to this stack.

The open-source personal AI assistant ecosystem

OpenClaw is the largest open-source AI assistant platform with 238K+ GitHub stars. Browse the full ecosystem — core alternatives, skills, plugins, memory systems, infrastructure, and desktop apps.

22 featured picks374 builds with real repo pull14 live lanes to scan
833Tracked Builds
2.0MRepo Stars
14Builder Lanes
Read the boardcodeOpen official source
rocket_launch

Fastest Way Into OpenClaw

1. Install

pip install open-interpreter

Requires Python 3.10+. The core runtime for OpenClaw-compatible assistants.

2. Run

interpreter

Opens an interactive terminal session. The assistant can execute code, browse the web, and manage files.

3. Customize

Add skills, connect local LLMs, configure memory systems, and install plugins from the ecosystem below.

code GitHubmenu_book Docspackage_2 PyPI
menu_book

Complete Setup Guide

From zero to your own AI assistant — no experience needed

1download

Install Python

You need Python 3.10 or 3.11 — other versions cause issues

  1. a

    Check your current version

    python3 --version

    If you see 3.10.x or 3.11.x, skip to step 2. If you see 3.8 or 3.9, or "command not found", keep going.

  2. b

    Install Python 3.11

    Mac: brew install [email protected] (install Homebrew first if you don't have it)

    Windows: Download from python.org. Check "Add Python to PATH" during install.

    Linux: sudo apt install python3.11 python3.11-venv

2folder

Set Up a Virtual Environment

Keeps Open Interpreter isolated — skip this and you'll regret it

  1. a

    Create the environment

    python3 -m venv interpreter_env

    This creates a folder called interpreter_env with its own Python. Your system Python stays untouched.

  2. b

    Activate it

    Mac/Linux:

    source interpreter_env/bin/activate

    Windows:

    interpreter_env\Scripts\activate

    You'll see (interpreter_env) in your terminal prompt. That means it's working.

3terminal

Install Open Interpreter

One command — takes about 30 seconds

  1. a

    Install via pip

    pip install open-interpreter

    Make sure your virtual environment is activated first (you should see (interpreter_env) in your prompt).

  2. b

    Verify it installed

    interpreter --version

    You should see a version number. If you get "command not found", try python3 -m interpreter instead.

4key

Set Up Your API Key

Or skip this entirely and use a free local model (step 6)

  1. a

    Get an OpenAI API key

    Go to platform.openai.com/api-keys and create one. You'll need to add a payment method — but costs are low (~$0.01-0.05 per conversation).

  2. b

    Set the key in your terminal

    Mac/Linux (add to ~/.zshrc or ~/.bashrc to persist):

    export OPENAI_API_KEY='sk-your-key-here'

    Windows:

    setx OPENAI_API_KEY sk-your-key-here
  3. c

    Save money with GPT-3.5

    interpreter --model gpt-3.5-turbo

    GPT-4 is the default and costs ~10x more. GPT-3.5 is fine for most tasks. You can also use interpreter --fast as a shortcut.

5play_arrow

Your First Run

Try these to see what it can do

  1. a

    Launch it

    interpreter

    You'll see a chat prompt. Type naturally — it understands plain English.

  2. b

    Things to try

    > What files are in my Downloads folder?> Create a Python script that renames all .jpg files in ~/Photos to include today's date> Make a bar chart of my monthly expenses from expenses.csv> Search Google for the weather in Tokyo and summarize it

    It writes and runs code to accomplish each task. You'll be asked to approve before it executes anything.

  3. c

    Auto-approve mode (skip confirmations)

    interpreter -y

    The -y flag auto-approves all code execution. Only use this when you trust the task — it can modify files and run shell commands.

6computer

Run Locally — Free & Private

No API key needed. Your data never leaves your machine.

  1. a

    Install Ollama

    Download from ollama.com. One-click install on Mac/Windows/Linux.

  2. b

    Pull a model

    ollama pull llama3.1

    Llama 3.1 8B is a great starting point (~4.7GB download). For better results with more RAM, try ollama pull llama3.1:70b.

  3. c

    Run Open Interpreter with your local model

    interpreter --local

    It auto-detects Ollama and uses your downloaded model. Zero API costs. Fully private — nothing leaves your machine.

lightbulbHardware tip: 8B models need ~8GB RAM. 70B models need ~48GB RAM. If your machine struggles, stick with 8B — it handles most tasks well.

7extension

Extend with the Ecosystem

Skills, plugins, memory, and desktop apps

Once you're comfortable with the basics, explore the tools below. The OpenClaw ecosystem includes:

build Skills

Custom commands that teach your assistant new abilities — from web scraping to data analysis.

extension Plugins

Connect to external services — Slack, email, calendars, databases, and more.

memory Memory Systems

Give your assistant long-term memory so it remembers your preferences and past conversations.

desktop_windows Desktop Apps

GUI interfaces that make Open Interpreter feel like a native app instead of a terminal tool.

rocket

Starter Packages

Pick a use case. Get the command. Start building in 60 seconds.

desktop_windows

Desktop & GUI Agent

Control your screen — fill PDFs, manipulate Excel, automate native apps. OS Mode gives the agent eyes and hands via PyAutoGUI + screenshots. macOS: enable Screen Recording in Privacy settings. Linux: install scrot. Single monitor only.

pip install open-interpreter[os] && interpreter --os

Try this

"Open my Downloads folder, find all PDFs from this month, fill in the 'Name' field on each form with 'John Doe', and save them to a new folder called 'filled'"

open-interpreter[os]PyAutoGUIPillowChrome/Edge
code

GitHub Issue → PR

Agent watches your issues board, creates a branch, writes code, runs tests, and opens a PR. The #1 most-requested autonomous workflow on Reddit. Use --loop to keep it running until done. Pair with --safe_mode for guardrails.

pip install open-interpreter && interpreter -y --loop

Try this

"Look at the open issues in this repo, pick the one labeled 'good first issue', create a branch, implement the fix, write a test, and open a pull request"

open-interpretergitpytest/jest--loop flag
lock

Local-First (Zero Cost)

Fully private — nothing leaves your machine. Zero API costs. Requires Ollama + a model download. 8B models need ~8GB RAM. Codestral recommended for code tasks, Llama 3.1 for general use. Fix JSON spam with --no-llm_supports_functions.

pip install open-interpreter[local] && ollama pull codestral && interpreter --api_base http://localhost:11434/v1 --model ollama/codestral

Try this

"Analyze the Python files in this project, find potential bugs, and generate a report — all running locally with no API calls"

open-interpreter[local]Ollamacodestral/llama3.1llamafile
group

Multi-Agent Crew

Team of specialized agents that collaborate via CrewAI — researcher, writer, reviewer, each with defined roles. Requires uv package manager. Windows users need Visual Studio Build Tools for chromadb compilation.

pip install uv && uv tool install crewai && crewai create crew my_project && cd my_project && crewai install

Try this

"Create a crew: researcher finds the top 5 competitors, analyst compares their pricing, writer produces a markdown report with recommendations"

crewaicrewai[tools]chromadbuvlangchain
analytics

Data Pipeline

Chain analysis steps: load data → clean → analyze → visualize → export PDF. The agent writes and runs Python (pandas, matplotlib) autonomously. Use GPT-4o for complex statistical reasoning. Known issue: long outputs get truncated — break tasks into steps.

pip install open-interpreter && interpreter -y --model gpt-4o

Try this

"Load sales_data.csv, remove duplicate rows, calculate monthly revenue trends, create a bar chart for each quarter, and export everything as a PDF report"

open-interpreterpandasmatplotlibGPT-4o
folder_managed

File Automation

Real-time filesystem monitoring with watchdog — auto-sort downloads, rename files, deduplicate, archive old files. Schedule runs periodic maintenance. Use interpreter to generate the watchdog script, then run it standalone.

pip install open-interpreter watchdog schedule && interpreter -y

Try this

"Write me a Python script using watchdog that monitors my Downloads folder, automatically moves .pdf files to ~/Documents/PDFs and .jpg files to ~/Pictures, and runs 24/7"

open-interpreterwatchdogscheduletenacity
auto_awesome

Where OpenClaw is winning

The strongest lanes in this ecosystem, ranked by visible public proof.

Lead builds

hubCore & Alternatives

6 tracked builds

539k ★
Leadopenclaw392k★#2nanobot49k★#3chatgpt-on-wechat42k★#4nanoclaw31k★#5ironclaw13k★#6awesome-openclaw-usecases12k★
Lead builds

buildSkills

6 tracked builds

29k ★
Leadawesome-openclaw-skills22k★#2skillshare2.8k★#3awesome-openclaw-skills-zh1.2k★#4x-research-skill1.2k★#5openclaw-skills1.2k★#6model-hierarchy-skill321★
Lead builds

extensionPlugins

6 tracked builds

17k ★
Leadclawhub9.5k★#2buildwithclaude3.6k★#3dingtalk-openclaw-connector2.1k★#4openclaw-china1.0k★#5openclaw-wechat925★#6openclaw-plugin-wecom251★
Lead builds

psychologyMemory Systems

6 tracked builds

67k ★
LeadOpenViking40k★#2memU15k★#3MemOS11k★#4OpenClaw Supermemory796★#5powermem771★#6MoltBrain252★
Lead builds

dnsInfrastructure

6 tracked builds

84k ★
Lead1Panel37k★#2openfang18k★#3moltworker9.9k★#4ClawWork8.3k★#5ClawRouter6.6k★#6OpenClawInstaller3.4k★
Lead builds

desktop_windowsDesktop & Dashboard

4 tracked builds

13k ★
LeadClawX7.6k★#2VisionClaw2.5k★#3clawra2.4k★#4openclaw-mission-control1.1k★
list

OpenClaw board

(46)

Filter the ranked board by type, timing, and proof signal.

Type
AllSkillsMCPsPluginsAgentsApps
Time
This weekThis month3 months
Sort
TrendingNewPopularClear

46 signals found

Arekejoker/qwen21-nsfw-pose-skillstar2.6k

Qwen-Image 2.1 NSFW/姿势出图 skill：作者级提示词配方 + NSFW LoRA + 136 姿势 VNCCS 人偶控制；适用 Claude Code / Codex / Cursor / OpenClaw

Skill
mithun50/openclaw-termuxstar1.7k

Run OpenClaw AI Gateway on Android — standalone Flutter app with built-in terminal, web dashboard, and one-tap setup....

AppOOpenClaw
chrysb/alphaclawstar1.5k

The ultimate setup harness for OpenClaw. Deploy in minutes. Stay running for months. No CLI required.

AppOOpenClaw
lixiaoxiao9888-create/manju-laoli-skillstar1.4k

漫剧老李 AIGC 创作全流程 Skill · V7.4.20 多技能套装版（Short-Drama Director Suite）：1 总控 + 12 子技能 · 四层纵深——赛道分流 / 素材采风 / 剧本 / 资产 / 分镜 /...

SkillOOpenClaw
aeonfun/soul.mdstar692

The best way to build a personality for your agent. Let Claude Code / OpenClaw ingest your data & build your AI soul.

Skill
assafelovic/skyllstar249

A tool for autonomous agents like OpenClaw to discover and learn skills autonomously

AgentOOpenClaw
gluk-w/claworcstar241

User-friendly orchestrator for OpenClaw

AgentOOpenClaw
Kaguya233qwq/myfishstar107

一个Python的现代化、纯异步、跨平台的Bot开发框架 | 现已支持闲鱼适配器/微信ClawBot | 闲鱼| ilink, OpenClaw, 龙虾, Agent底层框架

AgentOOpenClaw
artemchuikin/youtube-skillsstar103

Drop-in Agent Skills that teach AI agents to read YouTube: transcripts, search, channels, playlists and bulk exports...

Skill
TristanBrotherton/voicepe-realtimestar89

OpenClaw / Home Assistant voice assistant for the Voice PE — realtime conversation, custom wake words, speaker recogn...

AgentOOpenClaw
tubeagentkit/youtube-transcript-skillsstar80

YouTube transcript Agent Skill for Claude Code, Cursor, Codex and OpenClaw: fetch YouTube video transcripts, search v...

Skill
Enhed/clawd-usage-winwidgetstar58

Claude usage limits in a tiny Windows widget + tray icon — with pixel Clawd who reacts to your Claude Code sessions,...

AppClaude CodeClaude Code
k7cfo/remove-your-datastar55

Agent-first skill: remove your data from brokers without paying. Paste this URL into GrokBot, Hermes, OpenClaw, Dots,...

SkillOOpenClaw
JuneYaooo/capsule-cinemastar40

Reusable AI video production recipes for agents—storyboard, generate, edit, subtitle, and QA short videos with Codex,...

Skill
Ramsbaby/openclaw-self-healingstar40

AI-powered self-healing system for OpenClaw Gateway • 4-tier autonomous recovery • macOS & Linux

Agent
romanklis/openclaw-containedstar32

TaskForge Platform runs AI agents in sandboxed Docker containers with capability-based security. Agents start with mi...

AgentOOpenClaw
bytemines/myceliumstar31

Universal AI Tool Orchestrator - Sync skills, MCPs, and memory across Claude Code, Codex, Gemini CLI, OpenCode, OpenC...

Agent
robert7/remnote-mcp-serverstar30

MCP server and CLI for connecting AI agents, OpenClaw/Hermes workflows, local automation, and coding harnesses to you...

MCP ServerOOpenClaw
Weaxs/stock-analysis-pluginstar29

Multi-market stock analysis, screening & backtesting plugin for AI agents — 39 tools + 20 strategy skills across A/HK...

SkillOOpenClaw
didit-protocol/skillsstar28

Official Didit Agent Skills — 12 production-ready skills for identity verification, KYC, AML screening, biometric API...

Skill
Razzleberryss/AstroTickstar22

Trade Bitcoin prediction markets on autopilot with this automated Kalshi trading bot in Python — targets BTC Up/Do...

Agent
MindLab-Research/macaron-artifactsstar21

Token-efficient tsx-based GenUI for Claude Code, Codex, OpenCode, OpenClaw, Hermes.

Plugin
Ramsbaby/jarvisstar20

Frozen reference snapshot (Oct 2026) of a self-hosted AI operations stack — Discord bot + RAG + automation scripts on...

AgentClaude CodeClaude Code
BrianHuang813/clawd-actorstar19

Claude Code mod: Clawd acts out what Claude is doing, above the prompt

PluginClaude CodeClaude Code
gpdir16/tabyAgentstar17

A more autonomous, more persistent, and easier alternative to OpenClaw/Hermes. Give it a task and it will carry it...

Agent
alloevil/AgentXRaystar16

Web dashboard for viewing AI agent session logs — supports OpenClaw, Codex, and Claude Code | 多平台 AI Agent 日志查看面板

App
Krexa-xyz/skillsstar16

Agent skills for Krexa: backtest, paper-trade and run trading agents from Hermes, OpenClaw, Claude and more

SkillOOpenClaw
ponomr/thinking-toolkitstar15

30 thinking models as one portable agent skill — Claude Code, Codex CLI, OpenClaw, and any SKILL.md runtime

Skill
sssstwee/switch-plus-plusstar14

Agent Switch: Claude Code, Claude Desktop, Codex CLI, Codex Desktop, Hermes, OpenCode, OpenClaw and AI agent config s...

App
Kxrbx/Clawletstar13

A lightweight AI agent framework with identity awareness inspired by OpenClaw, aimed to be very simple to set up a...

Agent
jaisharmz/dexterstar11

A personal agent OS you can run yourself: Discord is the interface, a folder is the filesystem, OpenClaw is the kerne...

Agent
YJ-Software/mission-control-centerstar11

Apache-2.0 dashboard for managing AI agent teams: OpenClaw integration, scheduled tasks, daily reports, backups, brow...

AppOOpenClaw
JeroenCorthout/TheMachinestar10

A private signals inbox for OpenClaw: reviews your email, chat and phone notifications into suggestion cards, and fin...

AgentOOpenClaw
Ramsbaby/openclaw-memoryboxstar10

Install once, forget about memory management. Zero-dependency maintenance CLI for OpenClaw agents. Works alongside...

App
skp-kz/bilem.aistar9

Персональный агент для вашей 1С — WhatsApp и MCP. Open-source расширение 1С (bilem.cfe) и MCP-сервер для Claude, Chat...

MCP Server
unicitynetwork/openclaw-unicitystar9

Standalone OpenClaw plugin that gives agents a Unicity wallet and Nostr identity for autonomous payments and agent-to...

PluginOOpenClaw
alphaparkinc/genpark-hubstar9

GenPark & OpenClaw Premium Growth Hub, Showcase and Live Skill Generator.

Skill
kingkate2009-droid/ai-switchstar9

本地 AI Key 中枢：一把 Key 改完，OpenClaw / OpenCode / Codex / Claude Code 立刻能用；坏 Key 自动踢出，不把工具搞挂。

App
AshtonAU/pear-pluginstar7

Official Pear plugin and OpenClaw skill for iCloud Calendar, Contacts, Mail, and legacy CalDAV reminders through host...

MCP Server
HoppyCat/teacat-agentstar7

Teacat-Agent is an agent harness inspectable for adaptation (not currently updated) - A very present AI assistant wit...

AgentOOpenClaw
dorukardahan/twitterapi-io-skillstar7

TwitterAPI.io skill — make any LLM use Twitter/X. 59 endpoints with curl examples. Works with OpenClaw, Claude Code,...

Skill
forbee-dev/ForgeBeestar6

Claude Code and OpenClaw are powerful out of the box. ForgeBee makes them opinionated and structured — so your agent...

Skill
ljbudgie/nexus-ai-hubstar6

The ultimate AI helper hub — Hermes Agent + MemPalace + 5,400+ OpenClaw Skills

SkillOOpenClaw
beatra-ai/beatra-skillsstar6

Agent Skills for Claude Code, Cursor, Codex, Windsurf, Cline & OpenClaw: AI image generation, text to speech, talking...

Skill
beatra-ai/ai-poster-maker-skillstar6

AI poster maker agent skill for Claude Code, Cursor, Codex, Windsurf, Cline & OpenClaw: turn an event brief, a produc...

Skill
beatra-ai/ai-logo-maker-skillstar6

AI logo maker agent skill for Claude Code, Cursor, Codex, Windsurf, Cline & OpenClaw: turn a brand name, industry, or...

Skill
add Submit Project